The future of livestock breeding: genomic selection for efficiency, reduced emissions intensity, and adaptation

BJ Hayes, HA Lewin, ME Goddard - Trends in genetics, 2013 - cell.com
As the global population and global wealth both continue to increase, so will the demand for
livestock products, especially those that are highly nutritious. However, competition with …

Genotype by environment interaction and breeding for robustness in livestock

WM Rauw, L Gomez-Raya - Frontiers in genetics, 2015 - frontiersin.org
The increasing size of the human population is projected to result in an increase in meat
consumption. However, at the same time, the dominant position of meat as the center of …

[HTML][HTML] Genomic selection for tolerance to heat stress in Australian dairy cattle

TTT Nguyen, PJ Bowman, M Haile-Mariam… - Journal of dairy …, 2016 - Elsevier
Temperature and humidity levels above a certain threshold decrease milk production in
dairy cattle, and genetic variation is associated with the amount of lost production. To enable …

[HTML][HTML] Culling reasons in organic and conventional dairy herds and genotype by environment interaction for longevity

T Ahlman, B Berglund, L Rydhmer, E Strandberg - Journal of Dairy Science, 2011 - Elsevier
Dairy cow longevity combines all functional traits and is thought to be especially important in
organic production, which is an established, increasing part of Swedish dairy production …

Invited review: Phenotyping strategies and quantitative-genetic background of resistance, tolerance and resilience associated traits in dairy cattle

S König, K May - Animal, 2019 - cambridge.org
In dairy cattle, resistance, tolerance and resilience refer to the adaptation ability to a broad
range of environmental conditions, implying stable performances (eg production level …

Accuracy of direct genomic values in Holstein bulls and cows using subsets of SNP markers

G Moser, MS Khatkar, BJ Hayes… - Genetics Selection …, 2010 - Springer
Background At the current price, the use of high-density single nucleotide polymorphisms
(SNP) genotyping assays in genomic selection of dairy cattle is limited to applications …

[HTML][HTML] Genotype-by-environment (temperature-humidity) interaction of milk production traits in Australian Holstein cattle

EK Cheruiyot, TTT Nguyen, M Haile-Mariam… - Journal of dairy …, 2020 - Elsevier
Dairying in Australia is practiced in highly diverse climatic conditions and production
systems, which means that re-ranking of genotypes could occur across environments that …

Models for genome× environment interaction: examples in livestock

BJ Hayes, HD Daetwyler, ME Goddard - Crop Science, 2016 - Wiley Online Library
In livestock, genotype× environment interaction (G× E) has been widely investigated, with
genotype defined at the level of subspecies, breeds, individual animals within a breed (for …

Understanding and predicting complex traits: knowledge from cattle

KE Kemper, ME Goddard - Human molecular genetics, 2012 - academic.oup.com
The genetic architecture of complex traits in cattle includes very large numbers of loci
affecting any given trait. Most of these loci have small effects but occasionally there are loci …

[HTML][HTML] Symposium review: Genomic selection for reducing environmental impact and adapting to climate change

JE Pryce, M Haile-Mariam - Journal of Dairy Science, 2020 - Elsevier
The world has been warming as greenhouse gases accumulate. Worldwide from 1880 to
2012, the average surface temperature has increased by about 0.85° C and by 0.12° C per …